> For the complete documentation index, see [llms.txt](https://docs.saas.haut.ai/haut.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.saas.haut.ai/haut.ai/developers/saas-api-overview/api-for-face-skin-analysis-3.0/api-for-images.md). # API for Images How to upload photos to Haut.AI over the API, send an image batch for computation, and fetch the results per algorithm application. Use this API to upload photos, send them for analysis, and retrieve the results. The typical flow is: initiate an upload, upload the image(s) to storage, tell Haut.AI the batch is ready for computation, then fetch the results. ## What can you do? * [#initiate-upload](#initiate-upload "mention") * [#upload-image-s-to-storage](#upload-image-s-to-storage "mention") * [#send-image-batch-to-computation-by-algorithms](#send-image-batch-to-computation-by-algorithms "mention") * [#fetch-results-per-algorithm-application-for-single-image-batch](#fetch-results-per-algorithm-application-for-single-image-batch "mention") * [#fetch-historical-results-for-subject](#fetch-historical-results-for-subject "mention") * [#get-batch-info](#get-batch-info "mention") * [#list-all-batches-for-company-dataset-or-subject](#list-all-batches-for-company-dataset-or-subject "mention") ## Initiate upload ## POST /api/v3/companies/{company\_id}/subjects/{subject\_id}/upload/ > ```json {"openapi":"3.1.0","info":{"title":"Haut.AI SaaS","version":"master-095bc5fa"},"tags":[{"name":"Upload","description":"Various upload methods. 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Validation Error"},"ApiV3CompaniesSubjectsUploadCreateError":{"oneOf":[{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateNonFieldErrorsErrorComponent"},{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateFrontErrorComponent"},{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateLeftErrorComponent"},{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateRightErrorComponent"},{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateBodyErrorComponent"},{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateCreationTimeErrorComponent"},{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateMetaErrorComponent"},{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateMetaKEYErrorComponent"}],"discriminator":{"propertyName":"attr","mapping":{"non_field_errors":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateNonFieldErrorsErrorComponent","front":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateFrontErrorComponent","left":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateLeftErrorComponent","right":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateRightErrorComponent","body":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateBodyErrorComponent","creation_time":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateCreationTimeErrorComponent","meta":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateMetaErrorComponent","meta.KEY":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateMetaKEYErrorComponent"}}},"ApiV3CompaniesSubjectsUploadCreateNonFieldErrorsErrorComponent":{"type":"object","properties":{"attr":{"enum":["non_field_errors"],"type":"string","description":"* `non_field_errors` - 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blank\n* `invalid` - invalid\n* `max_length` - max_length\n* `null` - null\n* `null_characters_not_allowed` - null_characters_not_allowed\n* `surrogate_characters_not_allowed` - surrogate_characters_not_allowed"},"detail":{"type":"string"}},"required":["attr","code","detail"]},"ApiV3CompaniesSubjectsUploadCreateRightErrorComponent":{"type":"object","properties":{"attr":{"enum":["right"],"type":"string","description":"* `right` - right"},"code":{"enum":["blank","invalid","max_length","null","null_characters_not_allowed","surrogate_characters_not_allowed"],"type":"string","description":"* `blank` - blank\n* `invalid` - invalid\n* `max_length` - max_length\n* `null` - null\n* `null_characters_not_allowed` - null_characters_not_allowed\n* `surrogate_characters_not_allowed` - surrogate_characters_not_allowed"},"detail":{"type":"string"}},"required":["attr","code","detail"]},"ApiV3CompaniesSubjectsUploadCreateBodyErrorComponent":{"type":"object","properties":{"attr":{"enum":["body"],"type":"string","description":"* `body` - body"},"code":{"enum":["blank","invalid","max_length","null","null_characters_not_allowed","surrogate_characters_not_allowed"],"type":"string","description":"* `blank` - blank\n* `invalid` - invalid\n* `max_length` - max_length\n* `null` - null\n* `null_characters_not_allowed` - null_characters_not_allowed\n* `surrogate_characters_not_allowed` - surrogate_characters_not_allowed"},"detail":{"type":"string"}},"required":["attr","code","detail"]},"ApiV3CompaniesSubjectsUploadCreateCreationTimeErrorComponent":{"type":"object","properties":{"attr":{"enum":["creation_time"],"type":"string","description":"* `creation_time` - creation_time"},"code":{"enum":["date","invalid","make_aware","overflow"],"type":"string","description":"* `date` - date\n* `invalid` - invalid\n* `make_aware` - make_aware\n* `overflow` - overflow"},"detail":{"type":"string"}},"required":["attr","code","detail"]},"ApiV3CompaniesSubjectsUploadCreateMetaErrorComponent":{"type":"object","properties":{"attr":{"enum":["meta"],"type":"string","description":"* `meta` - meta"},"code":{"enum":["not_a_dict","null"],"type":"string","description":"* `not_a_dict` - not_a_dict\n* `null` - null"},"detail":{"type":"string"}},"required":["attr","code","detail"]},"ApiV3CompaniesSubjectsUploadCreateMetaKEYErrorComponent":{"type":"object","properties":{"attr":{"enum":["meta.KEY"],"type":"string","description":"* `meta.KEY` - meta.KEY"},"code":{"enum":["required"],"type":"string","description":"* `required` - required"},"detail":{"type":"string"}},"required":["attr","code","detail"]}}},"paths":{"/api/v3/companies/{company_id}/subjects/{subject_id}/upload/":{"post":{"operationId":"api_v3_companies_subjects_upload_create","parameters":[{"in":"path","name":"company_id","schema":{"type":"string","format":"uuid"},"required":true},{"in":"path","name":"subject_id","schema":{"type":"string","format":"uuid"},"required":true}],"tags":["Face Skin Analysis 3.0","Upload"],"requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UploadV3Request"}}}},"responses":{"200":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UploadV3Response"}}},"description":""},"400":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ApiV3CompaniesSubjectsUploadCreateValidationError"}}},"description":""}}}}}} ``` ### Request Note that you only use text keys for different sides of face: front, left, right. The value should be the name of the file or whatever you want to name it. ### Response ```json { "front": { "url": "https://storage.googleapis.com/...", "method": "PUT", "headers": { "Content-Type": "application/octet-stream", "X-Goog-Content-Length-Range": "1,31457280", "Host": "storage.googleapis.com" }, "content_type": "application/octet-stream", "id": "adcf1265-dbd8-495c-afa4-f7aceb2e4fbe" }, "image_batch_id": "5243ab6a-bd30-4932-b98c-45e43edfdc36" } ``` Don't forget to save `image_batch_id` from the response. *** ## Upload image(s) to storage Perform upload to the url from previous response {% code title="Upload image with python" %} ```python import pathlib import httpx upload_response = ... # response from upload method httpx.put( url=upload_response["front"]["url"], headers=upload_response["front"]["headers"], data=pathlib.Path("my_selfiie.jpg").read_bytes(), ) ``` {% endcode %} {% code title="Upload image with curl" %} ```bash curl -X PUT \ {url} \ -H 'content-type: application/octet-stream' \ -H 'X-Goog-Content-Length-Range: 1,31457280' \ -d @my_selfie.jpg ``` {% endcode %} *** ## Send image batch to computation by algorithms Use this operation once the image(s) finish uploading to storage, to tell Haut.AI the batch is ready and start the analysis. ## POST /api/v3/companies/{company\_id}/batches/{image\_batch\_id}/compute/ > ```json {"openapi":"3.1.0","info":{"title":"Haut.AI SaaS","version":"master-095bc5fa"},"tags":[{"name":"Upload","description":"Various upload methods. 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